2 papers
math.OC2025
Strongly Convex Maximization via the Frank-Wolfe Algorithm with the Kurdyka-Łojasiewicz Inequality
Fatih Selim Aktas, Christian Kroer
We study the convergence properties of the 'greedy' Frank-Wolfe algorithm with a unit step size, for a convex maximization problem over a compact set. We assume the function satisf…
math.OC2024
Separable Bregman Framework for Sparsity Constrained Nonlinear Optimization
Fatih Selim Aktas, Mustafa Celebi Pinar
This paper considers the minimization of a continuously differentiable function over a cardinality constraint. We focus on smooth and relatively smooth functions. These smoothness…